Amazon.com Inc. is hoping to offer an on-demand music-streaming service to customers of its Amazon Prime program, but it may limit how much a person can listen to any given song, according to people familiar with the matter.

The Seattle-based company has held negotiations with record companies and music publishers seeking to license their music...